Software Engineer and Technical Lead with 7+ years building large-scale distributed systems and MLOps frameworks at Amazon and Blue Yonder. Experience leading engineering teams and partnering with Data Scientists, Product, and UX to ship high-impact products.
I believe everyone has something valuable to teach, and I'm always eager to learn from the unique perspectives and expertise of those around me.
Languages: Python • Java • JavaScript/TypeScript • SQL • Scala • Bash
Cloud & Infrastructure: AWS (Lambda, ECS, EMR, SageMaker, S3, Glue) • Docker • Kubernetes • Helm
Data & ML: Spark • Hive • Pandas • PostgreSQL • DynamoDB • MLOps
Frameworks: Spring Boot • Flask • React • LangGraph • LangChain
- MLOps Framework - Designed and built framework integrating SageMaker, S3, and DynamoDB into EMR-based orchestration, enabling engineering/data science teams to automate model training and deployment, saving 100+ engineering hours monthly
- ML Product Features - Led team to operationalize Science models via RESTful APIs, powering seasonal insights across 10K+ advertising accounts representing $60M+ in planned spend
- Data Infrastructure - Led engineering for product category recommendations processing 100s of TB of ASIN data, reducing plan creation time by 3-4 minutes across 10K+ yearly media plans
- Cost Optimization - Developed reusable ECR/S3 lifecycle management libraries reducing infrastructure costs by $600K annually, adopted across multiple teams
- Platform Migration - Designed Ansible-based deployment automation enabling 200+ enterprise customers to migrate to SaaS model, reducing deployment time by 85%
📍 Chicago, IL | 🎓 MS in Information Technology - University of Cincinnati